What big data software and analytics tools to choose? Which big data companies are the best and most popular?
If these questions bother you and you want to make a comparison, this page will help you with a list of:
- some of the top big data vendors and brands in the world;
- some of the innovative companies to watch (that breaking new ground with big data technology);
- some of startups and fastest growing companies.
Advanced big data analytics companies have technologies, platforms, and solutions that allow you to create successful big data management and extract real-time insights from almost any source. This includes data from business applications, websites, social media and marketing, app servers, manufacturing and warehouse, customer and traditional databases and open-source data stores.
No matter what data solution you need (micro-segmentation, forecasting, pricing optimization, business intelligence or predictive analytics), nowadays big data software is easy-to-use and available for cloud, mobile and social applications.
A List of Big Data Software Companies and Vendors
When it comes to big data and software, IBM is one of the best known in the world. IBM big data solutions, featuring enterprise Hadoop solutions, enable users to store, manage and analyze data across numerous sources while making data accessible to business analysts, data scientists and IT users.
Featured big data products: IBM® BigInsights™ for Apache™ Hadoop®, IBM BigInsights on Cloud, IBM Streams.
Related products: IBM InfoSphere Big Match for Hadoop, IBM PureData™ for Analytics
SAP is considered as a leader in big data streaming analytics platforms.
SAP HANA is an industry-leading Big Data platform that help you to Simplify your IT architecture and get more value out of your data management systems. Combine in-memory processing with an enterprise data warehouse (EDW) and Hadoop to harness Big Data and boost performance at the speed of thought.
Cazena is one of the inspiring big data software companies to watch. Cazena’s mission is to radically simplify big data processing in the cloud, for faster business outcomes at a fraction of the cost. Cazena Big Data as a Service moves and optimizes big data processing in the cloud in just three clicks, automating an otherwise long and difficult process. Workload intelligence provisions and continuously optimizes cloud infrastructure and best-of-breed data technologies such as Hadoop, MPP SQL, and Spark.
Teradata is among the largest big data companies. Its platform Aster Analytics is a data gateway for analytics & building competitive advantages. The Teradata Aster Analytics is engineered for all new data types, offering integrated analytics and revolutionary ways of analyzing data. It’s one of the industry’s most transformative solution for turning big data insights into outstanding customer experiences, advancements in customer service and record-breaking marketing campaigns.
Splunk® Enterprise provides a unified way to organize and extract real-time insights from massive amounts of machine data from virtually any source. This includes data from websites, business applications, social media platforms, app servers, hypervisors, sensors, traditional databases and open-source data stores. Splunk software can collect and index any machine data in real time. You can search, explore, navigate, analyze and visualize all your data from one place.
One of the top startups in the big data world. The company builds data fusion platforms for integrating, managing, and securing any kind of data, at massive scale. On top of these platforms, the company layers applications for fully interactive, human-driven, machine-assisted analysis.
Products: Palantir Gotham – integrate, manage, secure, and analyze all of your enterprise data. Palantir Metropolis -integrate, enrich, model, and analyze any kind of quantitative data.
MemSQL is a high-performance, in-memory database that combines the horizontal scalability of distributed systems with the familiarity of SQL. MemSQL combines real-time streaming, database, and data warehouse workloads for sub-second processing and reporting in a single, scalable, easy-to-manage database.
MemSQL can ingest streams, process transactions, and perform analytics simultaneously in a single database, enabling businesses to analyze changing datasets.
Neo Technology is one of the fastest growing big data companies that show data in its connections rather than a traditional atomic view. It’s open source software product Neo4j is the world’s leading graph database. It allows you to create new applications and to reimagine existing applications to innovate with data relationships.
One of the examples of big data companies to watch, DataStax is the database technology of choice for the world’s most innovative companies. It’s most famous Apache Cassandra is an open source distributed database management system designed to handle large amounts of data across many commodity servers, providing high availability with no single point of failure. Cassandra offers robust support for clusters spanning multiple data centers, with asynchronous masterless replication allowing low latency operations for all clients
One of the most recommended big data and business analytics companies. Trifacta provides an award-winning solution for data wrangling. Trifacta enables organizations to use data to drive innovation by providing a more productive and accessible method of exploring and experimenting with data of all shapes and sizes. With Trifacta, a broad continuum of users, from business analysts to data scientists, are finally empowered to wrangle data themselves.
Definitely, one of the best and top big data companies in the world, Oracle is the leading provider to both Fortune 500 firms and top cloud app vendors. Oracle provides a huge range of big data products: Big Data Management (Big Data Cloud Service, Big Data SQL Cloud Service, Big Data Appliance); Big Data Analytics (Big Data Spatial and Graph, Big Data Discovery, Advanced Analytics); Big Data Integration (Data Integrator for Big data, Golden Gate for Big Data, Enterprise Metadata Management); Big Data Applications (BlueKai Cloud, Social Cloud, Talent Management Cloud).
Ayasdi is among the most inovative companies in big data. The Ayasdi Machine Intelligence Platform enables organizations to rapidly finds critical intelligence in complex data. It significantly reduces the amount of human intervention required at every step in the analytical process. The platform brings together innovations in Topological Data Analysis (TDA) with advancements in machine learning and distributed systems to comprehensively analyze and uncover patterns in data, often hard to surface using conventional analytical techniques.
Gnip is Twitter’s enterprise API platform that enables businesses to unleash the power of social data. For the organizations where social data is critical to their business, Gnip provides complete access to all the data they need. Reliable, sustainable, complete Gnip is Twitter’s enterprise API platform, delivering real-time and historical social data to power the business.
MapR delivers the full potential of big data to the business. The MapR Converged Data Platform integrates the power of Hadoop and Spark with global event streaming, real-time database capabilities, and enterprise storage for developing and running innovative data applications. MapR enables big data apps using Hadoop, Spark, and more to serve business-critical needs that cannot afford to lose data, must run on a 24×7 basis, require immediate recovery from node and site failures – all with a smaller data center footprint.
Cloudera offers one of the highest performance and lowest cost platform for using data to drive better business outcomes. Powered by the world’s most popular Apache Hadoop distribution, Cloudera Enterprise big data software lets the business focus on results.
Mozenda is one of the leading big data companies in the category of structuring web data. Mozenda helps companies collect and organize web data in efficient and cost effective way. Their cloud-based architecture enables rapid deployment, ease of use, and scalability. Mozenda has a large suite of features designed to make your job easier. Some popular features include: auto populate input boxes, download images & files, track history, publishing & exporting, error handling, scheduling & notifications and others.
One of the most interesting startups and fast-growing companies in big data field. Tamr Platform focuses on solving the core problems associated with integrating many disparate datasets across the enterprise in a rapid and scalable manner. Specifically, Tamr enables users to: register any data source, regardless of source format or location, define the desired schema of the integrated dataset, cluster or merge records.
High-performance NoSQL database delivering speed at scale. Whether you are building new category defining apps or reimagining legacy apps to take advantage of more data for better outcomes, Aerospike is the a database that delivers both speed and scale. Some of the main features of this big data software are: key-value Store, flexible data model, user defined functions, Geospatial, aggregation system, integrated geographic replication system.
ClearStory’s solution speeds reaching insights across disparate data sources with automated data prep, automated data blending and harmonization and a simple intuitive user application for business users to be self-reliant on exploring insights and answering new questions. A fast, scalable business-ready user application with apache spark-powered automated data profiling and blending.
Syntasa provides the next generation of advanced marketing analytics products that process clickstream and other digital interaction data. Syntasa ’s solution works with leading Digital Marketing Suites, leveraging the power of big data and machine learning technologies to deliver behavioral analytics models that allow companies to get more value from their first-party marketing data and gain deeper insight into their site visitors.
Platfora’s Big Data Analytics platform is one of the fastest ways to go from raw data to analytics. Born in the Big Data era, Platfora’s end-to-end platform replaces the need for ETL, Data Warehousing, and BI tools. Big Data Analytics platform native on Hadoop. End-to-end platform built for multi structured data. Self-service, iterative interactive and fast.
The company provides business intelligence software that lets you easily prepare and analyze both big and disparate datasets. Sisense is a BI software vendor that doesn’t use sample data. They offer a full proof of concept (POC) on your real data to fulfill an actual business need – all in 90 minutes. From easy data preparation to beautiful dashboards and interactive analytics, it gives your business a simple way to manage, analyze and visualize all your data.
The company offers award-winning Big Data Security software for the enterprise. Zettaset is an ISV that offers proven enterprise-class data protection for Hadoop distributions and NoSQL databases. Data encryption, access-control, and authentication solutions are uniquely designed and optimized for scale and performance in today’s complex and demanding distributed-computing environments.
The company provides an end-to-end big data solution. Datameer has the full spectrum of data discovery functionality under one self-service roof: Integration, preparation and profiling, analytics, machine learning, visualization, and yes, also data export. It even integrate with other tools already in your arsenal.
Sight Machine is the developer of the world’s leading manufacturing analytics platform. Sight Machine is modern analytics – real-time, continuous, comprehensive – built exclusively for manufacturing. Sight Machine transforms machine, sensor, and part data into actionable insights, helping manufacturers address critical challenges in quality and operations.
Interana is the behavioral analytics solution for event data that enables people to easily obtain insights from the actions people, products, or machines make over time. These insights empower people to build the right strategies for increasing conversion, deepening engagement, and maximizing retention in their products or services.
One of the big data companies to watch. Segment.io allows you to collect customer data with one API and send it to hundreds of tools for analytics, marketing, and data warehousing. How it works: Track events in your web and mobile apps using the company’s libraries. They’ll normalize the data and send it to integrations and warehouses.
Paxata’s data preparation application sits on top of an enterprise-scale platform built on Hadoop, and powered by Spark. The power of the platform is exposed to cloud customers in the form of unparalleled data prep flexibility and responsiveness while on-premise customers can integrate Paxata into their Hadoop environment with minimal effort and immediate time to value.
With a huge range of big data software products, Informatica ranks among the top and best big data companies. Products: Big Data Management Editions, Big Data Parser, Big Data Relationship Management, Connectors (PowerExchange), Vibe Data Stream, Data Integration, Data Quality, Data Security, Master Data Management.
Within a single platform, Pentaho Big Data solution provides big data tools to extract, prepare and blend data, plus the visualizations and analytics. From Hadoop and NoSQL to analytic databases, Pentaho allows you to turn big data into big insights.
Talend simplifies big data integration with graphical tools and wizards that generate native code so you can start working with Apache Hadoop, Apache Spark, Spark Streaming and NoSQL databases today. Talend Big Data Integration platform delivers high-scale, in-memory fast data processing, as part of the Talend Data Fabric solution, so your enterprise can turn more and more data into real-time decisions.
The BlueData EPIC™ (Elastic Private Instant Clusters) software platform solves the infrastructure challenges and limitations that can slow down and stall Big Data deployments. With EPIC software, you can spin up Hadoop or Spark clusters – with the data and analytical tools that your data scientists need – in minutes rather than months. With the BlueData EPIC software platform, you can provide Hadoop-as-a-Service or Spark-as-a-Service in an on-premises deployment model.
The company’s Data Warehouse Studio is a software development platform that enables enterprises to reduce the costs and development times of data warehouse and data integration projects by 50% to 70%. Data Warehouse Studio enables software architects, data modelers, and business analysts to contribute directly to the outcome of data warehouse and business intelligence projects.
As the company behind the open source projects — Elasticsearch, Logstash, Kibana, and Beats — designed to take data from any source and search, analyze, and visualize it in real time, Elastic is helping people make sense of data. From stock quotes to Twitter streams, Apache logs to WordPress blogs, their products are extending what’s possible with data.
CENX is a new-generation big data software company delivering Lifecycle Service Orchestration (LSO) solutions that automate the entire lifecycle of advanced data services in next-generation virtualized (NFV), and software-defined networks (SDN) infrastructures. CENX’s vision is to revolutionize the way that service providers build and manage their advanced data networking services by fusing big data analytics, deep networking expertise, and leading-edge computing technologies.
Bit Stew is building the premier platform for handling complex data integration, data analysis, and predictive automation for connected devices on the Industrial Internet. Purpose-built for the Industrial Internet, Bit Stew’s MIx Core™ Platform automates data ingestion, applies machine intelligence to learn patterns in the data, allowing industrial companies to discover actionable insights that optimize operational performance.
By offering the best of traditional databases as well as the flexibility, scale, and performance required by today’s applications, MongoDB lets innovators deploy apps as big as they can possibly dream. From startups to enterprises, for the modern and the mission-critical, MongoDB is the database for giant ideas.
One of the interesting big data companies to watch, Ostia Software Solutions is a company with customers in over a dozen countries in the world in a variety of sectors including Financial Services, Government, and Healthcare. Thier team specializes in agile solutions and services, giving their customers rapid availability of data for cloud, mobile, social and analytics apps and for testing. Their Portus Platform makes big data available for cloud, mobile and social applications and testing.
The company provides platform that includes micro-segmentation, forecasting, pricing optimization, and capacity optimization. Their cloud-based solutions leverage prescriptive analytics to accelerate the process of converting prospects to customers, using proven science-based decision-making technology. PROS allows you to confidently scale winning pricing strategies to increase margins by designing and executing pricing strategies that drive profit expansion and protect against profit erosion.
One of the greatest big data companies. Their Qlik Sense analyzes multiple, huge data sources, support the entire spectrum of enterprise level uses, and is available on desktop, server or in the cloud, with optional development platform. Use drag-and-drop creation to produce smart, interactive data visualizations. Share to any device.
The Basho Data Platform provides the core services that support multiple database models optimized for key value, time series and large objects and tightly integrates Riak KV, Riak TS and Riak S2 with Apache Spark, Redis, and Apache Solr, taking the complexity out of building and deploying active workloads in Big Data applications.
Their software SEQUEL offers real-time business intelligence and lets you decide how to access and analyze your data and distribute it exactly how your users need it. You can even use dynamic drill-down to investigate on the fly. Users can pivot and drill data via client tables—even work disconnected from the i. Use executive dashboards to summarize important business metrics on your PC, laptop, or mobile device.
You know that name. They are one of the best and top companies in the IT area. Their Statistica data software is easy-to-use predictive analytics software that brings the analytics to the data. Some of Statistica’s features are: real-time data discovery and visualization; in-database and in-Hadoop analytics; simplifies big data analytics; streamlines implementation and deployment; empowers your business; extracts actionable insights from text.
The company helps the business understand data, delivering fast analytics, and visualization. Products: Tableau Desktop (Make powerful data visualizations using any data. Fast and easy); Tableau Server (Share dashboards & data. Collaborate with governance); Tableau Online (Skip the hardware setup. Tableau Online is a hosted Tableau Server).
Trillium allows you to realize the potential of your Big Data analytics by delivering the first integrated data preparation and data quality solution in the market today. Trillium’s newest Big Data solution, Trillium Refine™, can rapidly prepare, improve, link, and enrich disparate data at scale, so that you can accelerate time to value for your Big Data initiatives. Leveraging the power of Hadoop and Spark, Trillium Refine transforms complex data into accurate and complete business information with optimal efficiency.
Their cloud-based application UQube solves data-collection and reporting problems for business people. Easily collect information from multiple people with online spreadsheets. Automatically connect information from people and systems. Report on information with do-it-yourself reporting for business users. Some of the business problems that UQube solves are: Cross-Channel Marketing, Departmental Budgeting, Field Marketing, Financial Planning & Analysis, and Pharma Market Access.
USEReady is among the leading big data software companies that provide self-reliant business intelligence solutions, with centres of excellence in visual analytics, data preparation, governance and security. Since inception, USEReady has been at the forefront of innovation in the field of analytics governance, and groundbreaking process techniques of data alignment, dashboard performance and analytics delivery.
One of the innovative big data companies to watch. Zoomdata provides a simple, intuitive, and collaborative way to visually interact with data to solve business problems. They enable interactive data visualization at any scale—from billions of rows of data to real time streams in less than a second. Their innovative technology accelerates time-to-big-data-insight by removing complexities that prevent traditional BI and analytics application users put the power of big data to use.